M. P. Hobson

most citedKernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and

H_{0}

inference

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

astro-ph.CO2023★ 3 cited

Kernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and $H_{0}$ inference

Namu Kroupa, David Yallup, Will Handley +1

Using a fully Bayesian approach, Gaussian Process regression is extended to include marginalisation over the kernel choice and kernel hyperparameters. In addition, Bayesian model c…

astro-ph.IM2017

Bayesian power spectrum estimation at the Epoch of Reionization

Peter H. Sims, Lindley Lentati, Jonathan C. Pober +4

We introduce a new method for performing robust Bayesian estimation of the three-dimensional spatial power spectrum at the Epoch of Reionization (EoR), from interferometric observa…

Kernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and H0​ inference

Bayesian power spectrum estimation at the Epoch of Reionization

Kernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and $H_{0}$ inference